SYSTEM AND METHOD OF PERFORMING USER-SPECIFIC AUTOMATIC SPEECH RECOGNITION

Patent №

US 8,145,481

Granted

2012-03-27

Filed 2008

Owner

Lab

AI components

3

ml · nlp · speech

Assignment

None on record

Dataset

AIPD

2023_r1 edition

Application

12207175

Speech recognition models are dynamically re-configurable based on user information, application information, background information such as background noise and transducer information such as transducer response characteristics to provide users with alternate input modes to keyboard text entry. Word recognition lattices are generated for each data field of an application and dynamically concatenated into a single word recognition lattice. A language model is applied to the concatenated word recognition lattice to determine the relationships between the word recognition lattices and repeated until the generated word recognition lattices are acceptable or differ from a predetermined value only by a threshold amount. These techniques of dynamic re-configurable speech recognition provide for deployment of speech recognition on small devices such as mobile phones and personal digital assistants as well environments such as office, home or vehicle while maintaining the accuracy of the speech recognition.

AI classification

Natural language1.00
Speech1.00
Machine learning0.98
Vision0.30
AI hardware0.16
Knowledge representation0.05
Planning0.00
Evolutionary computation0.00
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